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DOI10.1080/02626667.2016.1174335
An approach to measure parameter sensitivity in watershed hydrological modelling
Ranatunga, Thushara1; Tong, Susanna T. Y.1; Yang, Y. Jeffrey2
发表日期2017
ISSN0262-6667
卷号62期号:1页码:76-92
英文摘要

Hydrological responses vary spatially and temporally according to watershed characteristics. In this study, the hydrological models that we developed earlier for the Little Miami River (LMR) and Las Vegas Wash (LVW) watersheds in the USA were used for detailed sensitivity analyses. To compare the relative sensitivities of the hydrological parameters of these two models, we used normalized root mean square error (NRMSE). By combining the NRMSE index with the flow duration curve analysis, we derived an approach to measure parameter sensitivities under different flow regimes. Results show that the parameters related to groundwater are highly sensitive in the LMR watershed, whereas the LVW watershed is primarily sensitive to near-surface and impervious parameters. The high and medium flows are more impacted by most of the parameters. The low flow regime was highly sensitive to groundwater-related parameters. Moreover, our approach is found to be useful in facilitating model development and calibration.


英文关键词Sensitivity analysis;HSPF;NRMSE;flow duration curve;model development;model calibration
语种英语
WOS记录号WOS:000388616800007
来源期刊HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
来源机构美国环保署
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/57909
作者单位1.Univ Cincinnati, Dept Geog, Cincinnati, OH 45220 USA;
2.US EPA, Off Res & Dev, Natl Risk Management Res Lab, Cincinnati, OH 45268 USA
推荐引用方式
GB/T 7714
Ranatunga, Thushara,Tong, Susanna T. Y.,Yang, Y. Jeffrey. An approach to measure parameter sensitivity in watershed hydrological modelling[J]. 美国环保署,2017,62(1):76-92.
APA Ranatunga, Thushara,Tong, Susanna T. Y.,&Yang, Y. Jeffrey.(2017).An approach to measure parameter sensitivity in watershed hydrological modelling.HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES,62(1),76-92.
MLA Ranatunga, Thushara,et al."An approach to measure parameter sensitivity in watershed hydrological modelling".HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES 62.1(2017):76-92.
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